Forschungsbericht Medizintechnische und Intelligente Systeme E-1 2023

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Forschungsbericht 2023

Medizintechnische und Intelligente Systeme E-1

Leitung: Schlaefer, Alexander

Institut auf TORE
Institutswebsite

Publikationen

A systematic approach to deep learning-based nodule detection in chest radiographs - Journal Article
Behrendt, Finn; Bengs, Marcel; Bhattacharya, Debayan; Krüger, Julia; Opfer, Roland; Schlaefer, Alexander
Scientific Reports 13 (1): 10120 (2023-12)
Open Access | Publisher DOI
A Miniature Dual-Fiber Probe for Quantitative Optical Coherence Elastography - Journal Article
Latus, Sarah; Grube, Sarah; Eixmann, Tim; Neidhardt, Maximilian; Gerlach, Stefan; Mieling, Till Robin; Hüttmann, Gereon; Lutz, Matthias; Schlaefer, Alexander
IEEE Transactions on Biomedical Engineering 70 (11): 3064-3072 (2023-11)
Publisher DOI
AI-based optimization for US-guided radiation therapy of the prostate - Journal Article
Gerlach, Stefan; Hofmann, Theresa; Fürweger, Christoph; Schlaefer, Alexander
International Journal of Computer Assisted Radiology and Surgery 17 (11): 2023-2032 (2022-11)
Open Access | Publisher DOI
Nodule detection in chest radiographs with unsupervised pre-trained detection transformers - Conference Paper
Behrendt, Finn; Bhattacharya, Debayan; Krüger, Julia; Opfer, Roland; Schlaefer, Alexander
IEEE 20th International Symposium on Biomedical Imaging (ISBI 2023)
Publisher DOI
Real-time motion analysis with 4D deep learning for ultrasound-guided radiotherapy - Journal Article
Bengs, Marcel; Sprenger, Johanna; Gerlach, Stefan; Neidhardt, Maximilian; Schlaefer, Alexander
IEEE Transactions on Biomedical Engineering 70 (9): 2690-2699 (2023-09-01)
Publisher DOI
Bayesian reconstruction algorithms for low-dose computed tomography are not yet suitable in clinical context - Journal Article
Kniep, Inga; Mieling, Till Robin; Gerling, Moritz; Schlaefer, Alexander; Heinemann, Axel; Ondruschka, Benjamin
Journal of Imaging 9 (9): 170 (2023-8-23)
Open Access | Publisher DOI
Automated isocenter optimization approach for treatment planning for gyroscopic radiosurgery - Journal Article
Stapper, Carolin; Gerlach, Stefan; Hofmann, Theresa; Fürweger, Christoph; Schlaefer, Alexander
Medical Physics 50 (8): 5212-5221 (2023)
Open Access | Publisher DOI
Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus - Journal Article
Bhattacharya, Debayan; Behrendt, Finn; Becker, Benjamin Tobias; Beyersdorff, Dirk; Petersen, Elina; Petersen, Marvin; Cheng, Bastian; Eggert, Dennis; Betz, Christian Stephan; Hoffmann, Anna Sophie; Schlaefer, Alexander
International Journal of Computer Assisted Radiology and Surgery 19: 223–231 (2024)
Open Access | Publisher DOI
Tissue classification during needle insertion using self-supervised contrastive learning and optical coherence tomography - Conference Paper
Bhattacharya, Debayan; Latus, Sarah; Behrendt, Finn; Thimm, Florin; Eggert, Dennis; Betz, Christian; Schlaefer, Alexander
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference (EMBC 2023)
Open Access | Publisher DOI
Deep-learning-based image acquisition support tool for endoscopic narrow band imaging of the larynx - Journal Article
Eggert, Dennis; Bhattacharya, Debayan; Felicio-Briegel, Axelle; Volgger, Veronika; Schlaefer, Alexander; Betz, Christian Stephan
Laryngo-Rhino-Otologie 102(S02): 31-32 (2023)
Publisher DOI
Deep-Learning-basierte Aufnahmeunterstützung für endoskopisches Narrow Band Imaging des Larynx - Journal Article
Eggert, Dennis; Bhattacharya, Debayan; Felicio-Briegel, Axelle; Volgger, Veronika; Betz, Christian Stephan; Schlaefer, Alexander
Laryngo-Rhino-Otologie 102 (S 02): 31-32 (2023)
Publisher DOI
Analysing the feasibility of an automated AI-based classifier for detecting paranasal anomalies in the maxillary sinus - Journal Article
Hoffmann, Anna Sophie; Bhattacharya, Debayan; Becker, Benjamin Tobias; Beyersdorff, Dirk; Petersen, Elina; Petersen, Marvin; Eggert, Dennis; Schlaefer, Alexander; Betz, Christian Stephan
Laryngo-Rhino-Otologie 102 (S 02): 200 (2023)
Publisher DOI
Machbarkeitsanalyse eines automatisierten KI-basierten Klassifikationssystems zur Erkennung von Kieferhöhlenbefunden. - Journal Article
Hoffmann, Anna Sophie; Bhattacharya, Debayan; Becker, Benjamin Tobias; Beyersdorff, Dirk; Petersen, Elina Larissa; Petersen, Marvin; Eggert, Dennis; Schlaefer, Alexander; Betz, Christian Stephan
Laryngo-Rhino-Otologie 102 (S 02): 28 (2023)
Publisher DOI
Early predictability of grasping movements by neurofunctional representations : a feasibility study - Journal Article
Jakubowitz, Eike; Feist, Thekla; Obermeier, Alina; Gempfer, Carina; Hurschler, Christof; Windhagen, Henning; Laves, Max-Heinrich
Applied Sciences (Switzerland) 13 (9): 5728 (2023)
Open Access | Publisher DOI
Collaborative Robotic Biopsy with Trajectory Guidance and Needle Tip Force Feedback - Conference Paper
Mieling, Till Robin; Neidhardt, Maximilian; Latus, Sarah; Stapper, Carolin; Gerlach, Stefan; Kniep, Inga; Heinemann, Axel; Ondruschka, Benjamin; Schlaefer, Alexander
IEEE International Conference on Robotics and Automation (ICRA 2023)
Publisher DOI
Unsupervised Anomaly Detection of Paranasal Anomalies in the Maxillary Sinus - Conference Paper
Bhattacharya, Debayan; Behrendt, Finn; Becker, Benjamin Tobias; Beyersdorff, Dirk; Petersen, Elina; Petersen, Marvin; Cheng, Bastian; Eggert, Dennis; Betz, Christian Stephan; Hoffmann, Anna Sophie; Schlaefer, Alexander
Medical Imaging: Image Processing (2023)
Publisher DOI
Ultrasound Shear Wave Velocity Estimation in a small Field of View via Spatio-Temporal Deep Learning - Conference Paper
Grube, Sarah; Bengs, Marcel; Neidhardt, Maximilian; Latus, Sarah; Schlaefer, Alexander
Medical Imaging: Image Processing (2023)
Publisher DOI
Up-Net : a generic deep learning-based time stepper for parameterized spatio-temporal dynamics - Journal Article
Stender, Merten; Ohlsen, Jakob; Geisler, Hendrik; Chabchoub, Amin; Hoffmann, Norbert; Schlaefer, Alexander
Computational Mechanics 71 (6): 1227-1249 (2023)
Open Access | Publisher DOI
Towards fast adaptive replanning by constrained reoptimization for intra-fractional non-periodic motion during robotic SBRT - Journal Article
Gerlach, Stefan; Hofmann, Theresa; Fürweger, Christoph; Schlaefer, Alexander
Medical Physics 50 (7): 4613-4622 (2023)
Open Access | Publisher DOI
Osteocyte apoptosis and cellular micropetrosis signify skeletal aging in type 1 diabetes - Journal Article
Dragoun Kolibová, Sofie; Wölfel, Eva Maria; Hemmatian, Haniyeh; Milovanovic, Petar; Mushumba, Herbert; Wulff, Birgit; Neidhardt, Maximilian; Püschel, Klaus; Failla, Antonio Virgilio; Vlug, Annegreet; Schlaefer, Alexander; Ondruschka, Benjamin; Amling, Michael; Hofbauer, Lorenz C.; Rauner, Martina; Busse, Björn; Jähn-Rickert, Katharina
Acta Biomaterialia 162: 254-265 (2023-05-01)
Open Access | Publisher DOI
Optical force estimation for interactions between tool and soft tissues - Journal Article
Neidhardt, Maximilian; Mieling, Till Robin; Bengs, Marcel; Schlaefer, Alexander
Scientific Reports 13 (1): 506 (2023-12)
Open Access | Publisher DOI
Patched diffusion models for unsupervised anomaly detection in brain MRI - Conference Paper
Behrendt, Finn; Bhattacharya, Debayan; Krüger, Julia; Opfer, Roland; Schlaefer, Alexander
Medical Imaging with Deep Learning (MIDL 2023)
Publisher DOI
VR-based body tracking to stimulate musculoskeletal training - Preprint
Neidhardt, Maximilian; Gerlach, Stefan; Schmidt, Felix Nikolai; Fiedler, I. A. K.; Grube, Sarah; Busse, Björn; Schlaefer, Alexander
arXiv: 2308.03375 (2023)
Publisher DOI
Optical coherence elastography needle for biomechanical characterization of deep tissue - Conference Paper
Mieling, Robin; Latus, Sarah; Fischer, Martin; Behrendt, Finn; Schlaefer, Alexander
25th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2022)
Publisher DOI
Spatio-temporal deep learning for medical image sequences - Doctoral Thesis
Bengs, Marcel
Technische Universität Hamburg (2023)
Open Access
Robust stochastic optimization of needle configurations for robotic HDR prostate brachytherapy - Journal Article
Gerlach, Stefan; Siebert, Frank André; Schlaefer, Alexander
Medical Physics 51 (1): 464-475 (2024-01)
Open Access | Publisher DOI
Squeeze and multi-context attention for polyp segmentation - Journal Article
Bhattacharya, Debayan; Eggert, Dennis; Betz, Christian Stephan; Schlaefer, Alexander
International Journal of Imaging Systems and Technology 33 (1): 123-142 (2023-01)
Open Access | Publisher DOI